Run
8646362

Run 8646362

Task 146803 (Supervised Classification) credit-g Uploaded 12-12-2017 by OpenML_Bot R
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  • botV1 mlrRandomBot sciBenchV1.0
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Flow

mlr.classif.ranger(16)Learner mlr.classif.ranger from package(s) ranger.
mlr.classif.ranger(16)_num.trees1776
mlr.classif.ranger(16)_mtry20
mlr.classif.ranger(16)_min.node.size46
mlr.classif.ranger(16)_replaceFALSE
mlr.classif.ranger(16)_sample.fraction0.276322996080853
mlr.classif.ranger(16)_respect.unordered.factorsTRUE
mlr.classif.ranger(16)_num.threads1
mlr.classif.ranger(16)_verboseFALSE
mlr.classif.ranger(16)_openml.seed1
mlr.classif.ranger(16)_openml.kindMersenne-Twister
mlr.classif.ranger(16)_openml.normal.kindInversion

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.783
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7301
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.331
Cross-validation details (10-fold Crossvalidation)
KB relative information score
170.9536
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.345
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7377
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.753
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.753
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.821
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4089
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8922
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1212.825
UserCPU time millis
8.07
UserCPU time millis testing
0.627
UserCPU time millis training
7.443